ChelseaKR/cairn

cairn/session.py's _retry_with_context is complex (18 > 10) because it carries three rejected designs in comments — extract without losing the reasoning about 2 hours ago

help wanted

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

cairn/server.py's request handler has grown past what a closure-based factory can carry cleanly (build_handler: complexity 56) about 2 hours ago

help wanted

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

Author a French demo corpus document, and record it through the pinned audit about 2 hours ago

good first issue

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

Reduce cyclomatic complexity: cairn/lint.py's lint_corpus (11 > 10) about 2 hours ago

good first issue

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

Reduce cyclomatic complexity: audit_guard.py's render_terminal (11 > 10) about 2 hours ago

good first issue

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

mypy --strict: add type arguments to bare dict across the rest of cairn/ (~16 locations, 9 files) about 2 hours ago

good first issue

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

mypy --strict: add type arguments to bare dict/list in cairn/record.py and cairn/record_diff.py about 2 hours ago

good first issue

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

mypy --strict: add missing return-type and parameter annotations (10 locations, 3 files) about 2 hours ago

good first issue

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

mypy --strict: cairn.session imports tokenize through a module that doesn't re-export it about 2 hours ago

good first issue

ChelseaKR/cairn

1

Grounded-or-silent reference assistant for public agencies: answers only from a supplied corpus, cites every claim, and refuses cleanly rather than guessing. No model and no network at answer time. English and Spanish plus right-to-left languages. A reference implementation to read, not a product to deploy.

Python

#accessibility#citations#civic-tech#govtech#grounded-generation#multilingual#offline-first#public-sector#python#rag#reference-implementation#responsible-ai#retrieval-augmented-generation#rtl#wcag

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